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jankneumann
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fix-scrub

Classify bug-scrub findings into auto, agent, and manual tiers for remediation.

4|1|Updated Jan 16, 2026
Search Tags:#orchestration#auto-fix#code-quality#openspec#multi-file#agent-assisted#bug-scrub
One-click install
npx skills add https://github.com/jankneumann/agentic-coding-tools --skill fix-scrub
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: fix-scrub
Source: https://github.com/jankneumann/agentic-coding-tools/tree/main/.agents/skills/fix-scrub
Command: npx skills add https://github.com/jankneumann/agentic-coding-tools --skill fix-scrub

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

Remediate bug-scrub findings with structured auto-fixes, agent-assisted fixes, and quality verification in a single orchestrated workflow.

Core Features & Use Cases

  • Classify bug-scrub findings into auto/agent/manual tiers.
  • Group findings by file and apply fixes with isolated worktrees and per-file prompts for agents.
  • Track OpenSpec tasks and verify code quality with automated tooling.

Quick Start

Execute the fix-scrub workflow on a bug-scrub report to begin remediation.

Frequently Asked Questions about fix-scrub

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automatically fix bug-scrub findings across multiple files?▼

To automatically fix bug-scrub findings across multiple files, this workflow classifies issues into auto, agent, and manual tiers, then groups and applies fixes per-file using deterministic tooling like ruff.

What is the best way to orchestrate agent-assisted code remediation?▼

Agent-assisted code remediation is orchestrated by generating per-file prompts and using isolated worktrees, coordinating agent changes only when deterministic auto-fixes are insufficient for the bug-scrub findings.

How does automated bug-scrub remediation handle code quality verification?▼

Automated bug-scrub remediation handles code quality verification by enforcing OpenSpec task tracking and applying deterministic tooling to validate fixes within a structured, auditable workflow.

Can I use ruff and OpenSpec for multi-file auto-fix workflows?▼

Yes, you can use ruff and OpenSpec for multi-file auto-fix workflows, as the remediation process relies on deterministic ruff tooling and enforces OpenSpec task tracking to verify quality.

When do I need to manually intervene in an automated bug-scrub workflow?▼

You need to manually intervene in an automated bug-scrub workflow when findings are classified into the manual tier, meaning they cannot be resolved by deterministic auto-fixes or agent-assisted changes.

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